# Li Pediatrics: Agent-Direct Score B (71.3%)

Site: http://www.nolapeds.com
Report: https://directindex.org/r/nolapeds.com
Scanned: 2026-11-13 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Li Pediatrics is mostly ready for agents.
An AI assistant can open Li Pediatrics's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: http://www.nolapeds.com/appointments (on the business's own site)
- Phone: +15046676993
- Address: 6316 Argonne Blvd, New Orleans 70124
- Hours, from nolapeds.com: Mon–Fri 09:00–17:00; Sat 09:00–12:00; Sun closed
- Open on Saturday

## Nearby, also direct
Places near Li Pediatrics that take a booking or an order on their own website, with no marketplace in between.
- Gleem Dental (1.1 km): https://directindex.org/r/gleemdentalnola.com

## What to fix first
- **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Li Pediatrics",
  "url": "http://www.nolapeds.com",
  "telephone": "+15046676993",
  "address": "6316 Argonne Blvd, New Orleans 70124",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 30.00510998,
    "longitude": -90.10288373
  },
  "openingHours": "Mo-Fr 09:00-17:00; Sa 09:00-12:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "09:00",
      "closes": "17:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "09:00",
      "closes": "12:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://www.nolapeds.com/appointments",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Li Pediatrics

> local business in 6316 Argonne Blvd, New Orleans 70124, New Orleans dentists, clinics and vets. Phone +15046676993.

## Book or order directly

- Book: http://www.nolapeds.com/appointments (on the business's own site)

## Opening hours

Mo-Fr 09:00-17:00; Sa 09:00-12:00

## About

- Website: http://www.nolapeds.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** address, opening hours
- **Appointments on your own site.** Agents can book an appointment without going through a marketplace.

## Where it stands
52 of 308 in New Orleans dentists, clinics and vets. Top 17% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 84% | yes |
| Publish the menu or price list as HTML | 47% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 91% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 34% | no |

Nearest places in the index: Erin Hymel (F, 231 m, https://directindex.org/r/erinhymeldds.com); Lakeview Veterinary Hospital (D, 303 m, https://directindex.org/r/lakeviewvet.com); New Orleans Childrens Dental Center (D, 543 m, https://directindex.org/r/neworleanschildrensdental.com); Scaffidi Orthodontics (C, 544 m, https://directindex.org/r/scaffidiortho.com); Lakeview Endodontics (D, 605 m, https://directindex.org/r/endolakeview.com); New Orleans Midwives (F, 716 m, https://directindex.org/r/neworleansmidwives.com); New Orleans Breastfeeding Center (C, 728 m, https://directindex.org/r/birthmarkdoulas.com); West End Dental (F, 756 m, https://directindex.org/r/westenddentalnola.com); Gleem Dental (B, 1121 m, https://directindex.org/r/gleemdentalnola.com); Courtney A. Lewis, Phd (F, 1191 m, https://directindex.org/r/courtneyalewis.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 36138 sites); This site 71.3%.

See what an AI agent reads on this site: https://directindex.org/r/nolapeds.com/agent-view

## Businesses like Li Pediatrics in New Orleans dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New Orleans dentists, clinics and vets | 308 | 48% | 20% | 71.3% |
| Sites built with Squarespace in New Orleans dentists, clinics and vets | 20 | 61% | 35% | 71.3% |

The best of the sites built with Squarespace in New Orleans dentists, clinics and vets: Joseph Mather (A 87.5%, https://directindex.org/r/doctormather.com); Studio Rehab (B 78.8%, https://directindex.org/r/studio-rehab.com); MD Claiborne Dermatology (B 73.8%, https://directindex.org/r/mdclaiborne.com); Crane Rehab Center (B 72.5%, https://directindex.org/r/cranerehabphysicaltherapy.com); First Look Ultrasound (B 70.8%, https://directindex.org/r/firstlooknola.com).

With the three fixes above (No list of services and prices found; No working HTTPS; Structured data is incomplete), the score would be about 86.3%. That would be 8th of 308 in New Orleans dentists, clinics and vets, up from 52nd.

## The direct record
What agents get for Li Pediatrics, as JSON: https://directindex.org/api/direct/nolapeds.com
- Book: http://www.nolapeds.com/appointments (own site; could not verify: partial (2026-11-13))
- Order: none on record
- Menu: none on record
- Hours: Mo-Fr 09:00-17:00; Sa 09:00-12:00 (open now) (from nolapeds.com)
- Phone: +15046676993
- Stable links that count: https://directindex.org/go/nolapeds.com/book

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- MCP server card (/.well-known/mcp/server-card.json): no
- Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 22 | 25 |
| Readable | 13 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/nolapeds.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: yes
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/nolapeds.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/nolapeds.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=nolapeds.com&force=1